My strategy managed to overcome a rocky start to finish the month with a near breakeven result. QB Pro’s total return for December was a loss of 1.56%. That would have been a positive number had I not switched servers at an inopportune time. The system had its best day when I switched and, もちろんです, I forgot to flip the “上” switch overnight. I missed the most profitable day of the month.

Equity curve of QB Pro from Dec. 1-31, 2015.

The portfolio on December 1 included a mix of both CAD and CHF. あなたが見ることができます。, the month started close to something of a nose dive. Everything through Dec. 9 was harrowing. Not coincidentally, that was also the day that I removed CHF from the portfolio.

Ever since Dec 10, you can see that the equity curve has more or less marched straight upward. I’m only trading CAD crosses at the moment and intend to keep it that way. While I’m tempted to up the leverage, I plan to wait for at least a week. The first few trading days of the month always seem to be the most volatile, which is rarely a good thing for me.

There’s not much else to write about. I feel like I’m dialed in right now. The only thing to do now is sit back and wait.

我々 は、黒の月に終了、 0.74% 戻り値. 私は誰も、パフォーマンスのようなもので上下にジャンプを実現します。, but I’m honestly very excited to see the change.

At the beginning of October, I made a substantial change to the portfolio. Previously I attempted to pick pairs that were doing well. This approach was something of a mixed bag. While some periods of performance were quite nice, such as June of this year, the month of August was pretty harsh on the portfolio. I also didn’t like that the pair selection process was still very subjective.

The QB Pro strategy, like any strategy, makes its most important trading decisions when it selects its portfolio. The strategy is not one that can make money in any given environment. 代わりに, it requires careful selection of instruments in order to give itself the best possible opportunity to earn a profit.

The equity curve for the month of October 2015.

Based on about 100 hours of research with Jingwei back in September, I’ve been able to reduce the amount of discretion when selecting portfolio instruments. たとえば, the mega-monster performance from August 2014-March 2015 was driven exclusively by the strength of the US dollar.

As anyone who buys gasoline for their car knows, the trend shifted this year out of currencies and into commodities. 具体的には, commodities have taken a real beating. China’s economy is sputtering, the US like it’s unable to raise interest rates and most industries suffer from serious gluts. Oil production in the US is widely rumored to possess a severe over-capacity, as evidenced by all the junk-debt ratings on US drillers. Gold mining stocks around the world have been the red-headed stepchild of financial markets, trading at PE ratios as low as 1.0.

That weakness spread to commodity currencies, even major currencies like AUD, CADとNZD. As I ran backtests using a portfolios of those currencies and their crosses, I noticed that the equity curve more less marched straight up through the summer. もっと重要なこと, that basket of pairs benefited from the Chinese devaluation, whereas my custom basket took a step drawdown.

I’m expecting more problems of out both China and the US through the rest of the year. Although China managed to settle down after the summer, the problems plaguing it are anything but fixed. Recent bankruptcies and bailout of state owned firms point to more cockroaches. と, you know the rule about cockroaches. Where there’s one, there’s 10 詳細. I expect more Chinese devaluation to follow.

Lifetime equity curve of QB Pro’s high-risk version.

The commodity currency exposure is an indirect, systematic play on this expectation. The portfolio has done well in the current environment and, given that I don’t expect any improvement at all in China, should continue to do well.

The other variable is the Fed. I had the rather unfortunate luck of launching the portfolio just in time for a Fed governor to cast doubt on any US interest rate hikes this year. The change got off on the wrong foot. But QB Pro didn’t just stem the losses. It bounced off the equity low and marched upward in nearly a straight line for the rest of the month.

The Fed meeting in October forced the governors to pretend as though a 2015 rate hike is on the table. There’s always the chance that the Fed might hike rates just to prove a point. They’ve been talking about this for 9 ここ数ヶ月. The futures market at one point put the odds somewhere near 67% for a 2015 rate hike. Prior to the meeting, those expectations fell under 25%, then jumped back to around 50%.

Even if the Fed did raise rates, I see an impossibly low probability of a sustained program of rate hikes. The data looks like a car sputtering on fumes. There’s deflation everywhere expect for the financial markets and beef, どこ “investors” have been encouraged to park their money in junk debt in exchange for a pitiful 4-5% yield. The economy is sick. The idea of consumers breaking out their wallets and spending like the drunken sailors of 2007 is laughable.

My expectation for the next 6-24 months is that the Fed slowly retreats from talk of hiking rates and into another round of QE. That will mark the final admission that the Keynesian policies aren’t working and where the markets lose all confidence in central banks.

A confidence collapse would slam currency markets, but it should exercise the most severe impact on the commodity currencies that my traders and I focus on with QB Pro. The deflation would press prices even further to the downside, which provides ideal conditions for this type of strategy.

Open slots for new traders

I’m hosting a webinar on November 12 to teach you as much as I can about algorithmic trading. The webinar is going to cover in detail the QB Pro strategy, especially the SBスコア. I’m also planning to discuss the Fed and Chinese situation in more detail, as these are the two most important factors for us to consider when applying strategies. Make sure to sign up to the newsletter to be notified when I start accepting registrations. This is also open to traders in the United States, which is a big change from previous options!

If you’re interested in trading the QB Pro strategy in your own account, attending the webinar will be mandatory. And as a thank you for spending 45 minutes of your day learning from me, you’ll be given a strong financial incentive to trade QB Pro. More details to come soon, so make sure that you subscribe to the newsletter now before you forget.

Performance didn’t really go anywhere this month. We floated 2% above and 2% below zero most of the time.

The QB Pro performance for September 2015 のみ

QB Yen came in again at a minor loss -0.61%.

The performance for QB Yen only, Sept. 2015

I’m a bit disappointed with the QB Yen performance so far. Nothing seems wrong other than bad timing turning it on on my part. It’s still hard to take it on the chin for 5 months running, しかし.

The hedge

I manually hedged the portfolio earlier this month by buying USDCNH in a pullback from of all the chaos. The portfolio took it hard when the yuan was loosened up. I figured that any further volatility would likely stem from USDCNH weakness.

The Chinese are actively intervening in their currency. As we all know from the GBP in the 1990s and the CHF this year, interventions work until they don’t. The main point of concern for me is the rollover cost. It is quite expensive to maintain the position.

The thing that makes me comfortable with that trade is that there is no chance of China miraculously healing. It’s in debt up to its eyeballs – everything from corporates all the way up to regional governments. And while China doesn’t want the yuan to devalue too quickly, the absolute last thing it would want is for the yuan to rise in value.

I cannot conceive of any plausible scenario where China manages to return to the 7-10% annual GDP growth that it experienced for 30 年. Too hot, too fast. If you have a plausible scenario in mind, then write your ideas in the comments section.

Updates to the strategy

I’ve promised many updates to the strategy over the past 6 ヶ月. Jingwei and I have evaluated them all. All of the proposed changes came up far short of my expectations and were thus not implemented in the live account.

I’m working with Jingwei, our actuary, to develop new trading systems. You’re going to learn the newest indicator in a few months.

The changes alluded to in the post are all different from QB Pro. I’ve flogged that strategy about as much as I can.

I feel good about QB Pro long term. Before anything potentially good happens in the account, しかし, I really need the Fed to get off the bench. Raising rates would be good for us because it should kick off a long term USD trend. Another round of QE would be the best thing for the strategy. I personally despise QE and think it’s a bad idea, but it would ignite a massive USD selloff. That’s the kind of market where QB Pro has done extraordinarily well in the past.

Here’s the US dollar index for the past year:

The US dollar index for the past year.

And for easy comparison, here’s the same QB Pro lifetime equity chart. Notice that performance peaked around mid-March and has been flat ever since.

The lifetime equity for QB Pro

Things should pick back up whenever the dollar picks a direction. I expect that to happen by year’s end. Nobody will believe the Fed if they punt one more time on a rate increase in December.

In the meantime, all of this research has given me the great epiphany that the strategy works best where pairs are trending. The portfolio is being rebalanced this month accordingly.

QB Pro Original drove most of the portfolio increase in June. Things fell flat this month as the strategy brought in a portfolio return of 1.33%.

As I already knew, QB Yen is more volatile due to the smaller number of pairs that it trades (のみ 3 at the moment). The good news is that it contributed to the performance, returning 0.94%.

I do apologize that the update this month is so brief. There are some issues that I spotted in my previous backtests (thanks Chin for pushing me!) that require my attention. I’m covering that thoroughly in another, future blog post once the analysis is complete. The intent is to review a few topics:

How can I change the portfolio allocation between the two strategies?

How can I systematize pair selection instead of manually picking?

How are trading costs weighing on performance?

Does trading with limit order helps the long term returns?

I can’t promise a timeline on this. The research comes when I have an answer. But I am working very hard on it!

I’m also excited to announce that QB Pro has received a $200,000 allocation from a fund out of northern Europe. Although it’s not a huge amount of money, the system is starting to manage much more substantial assets than the $2,000 account that I started with at the end of last year.

4 月と 5 月が歯で本当に迅速なキック. There’s no hiding around the fact that the market wasn’t very nice to me or my trading accounts.

The vast majority of pairs in the portfolio blew out into major trends. That is bad news for a mean reversion strategy. When one currency trends, there are usually a handful bouncing around the mean. It gives us a chance to offset the losses. That didn’t happen recently, which is why my traders and I had a rough go of it.

I expect things to get better

Last month was bad enough that I completely ceased trading for two weeks. After turning the system back on in the second week of May, QB Pro continued to endure minor losses. That was thanks to one of the best trading decisions that I’ve made in the past year, which was to dramatically reduce the leverage.

The high risk account took a 6.2% 損失. That would be very troublesome on a normal leverage account, but it’s a drop in the bucket by high risk standards. I look at it as more or less breaking even.

As a sign of my increased confidence, I increased my total deposits to $7,500 across the two accounts. As of today, the high risk account is back to trading on 20:1 レバレッジ. It was at 5:1 for the past few weeks.

Changes to QB Pro

、 信号対雑音比 contains enormous predictive power for my trades. I asked the question, “Does the signal to noise ratio at the time of entry predict the outcome of my QB Pro signals.

Judge for yourself.

The signal to noise ratio predicts the returns of QB Pro

The first two dots to the left represent 82.62% of all the QB Pro signals. That’s the reason that the strategy makes money.

I use 1/2π as the barrier between a range and trend. When the SNR < 1/2神父, the profit factor is 1.5 (very profitable). When the SNR > 1/2神父, the profit factor drops to an atrocious 0.62.

結論: only take trades if the SNR is in the good area. That’s exactly what the updated strategy is doing as of last Friday.

Based in part on experience and largely based on statistical analysis, I found a way to bend QB Pro into a historically profitable trending system on yen crosses. I’m sort of rushing this out the door because the market conditions are favorable. The accounts are trading USDJPY, EURJPY and GBPJPY on 1/3 of the overall portfolio. Perhaps I’m tapped out on the creativity front, but I’m calling this sub-strategy QB Yen.

Here’s a screenshot of the equity curve for USDJPY in MetaTrader. This was part of my quality control analysis to ensure that the signals generated at the proper times.

I eventually want to analyze whether QB Yen can tolerate the spread costs of more exotic crosses like CADJPY. Until then, heavy weights will go on the most liquid yen crosses until it looks like they can handle the higher costs of the more exotic pairs.

QB Pro historically wins in 2 out of every 3 ヶ月. I don’t have enough data to judge whether consecutive losing months are dependent or independent, but it’s only happened twice historically where the system lost 3 months in a row. It’s never lost more than 3 consecutive months going all the way back to 2008.

Based on the new changes, the changing market conditions and the historical analysis of drawdowns, I feel much more comfortable putting more money into the account. For those of you that decided to take a break, I personally believe that the worst is over. The market will of course be the judge of that.

現在の市場状況で起こって何かが明確に. Literally every currency pair is blowing out into a single direction. The addition of the recent pairs hasn’t done anything to stop it.

Rather than trying to fight this and hope and hope, it’s best to take a time out and see where the chips fall. I did spot a few issues with my long term trend direction that would have made this pain less bad – there is at least a small improvement that will come out of this.

ということで, the mantra for now is live to fight another day. It’s clear that the market conditions are beating the snot out QB Pro. I’m going to make the hard decision, which is to go flat and do nothing. This is exactly the reason that I don’t charge management fees – I’d feel awful trying to charge people for this recent performance.

I’ll update everyone in a week or two when we’re ready to evaluate whether or not to flip the switch back on.

それはどんな定義によるでこぼこ月をされています。. 先月の連銀発表の余波でお金のトンを作りました。, only to give it all back the next week. QB Pro recovered most of the earlier gains, then last week’s drawdown took it all back again. It’s been painful.

The good news is that the new changes to QB Pro are rolled out. Several of you sent in emails asking about new currencies like GBPNZD and AUDCAD appearing in your account. Kudos to you for paying close attention to the trading.

The total currencies traded in the basket is up to 16 ペア. While the max leverage is unchanged at 36:1 (still very, very high), the leverage per pair is only 2.25:1. Future losses like the one from last week will still occur.

The difference is that the size of the positions is reduced by over 2/3. The impact of getting caught in losing trades that are all reflective of USD weakness decreases significantly. We’re now trading a mix of AUD, CAD, スイス フラン, ユーロ (EUR), 英国ポンド, 円, NZD, USD and XAG. No one currency should dominate the performance.

The system also does extremely well on emerging market currencies. I’m holding off on adding RUB, MXN and others until I determine the impact of the spreads on overall profitability. They’d do amazing if we could trade for free!

Short term performance expectations for QB Pro

We’re coming into the summer, which is when the forex market traditionally falls into the doldrums. That’s generally a good thing for QB Pro. The markets whipsaw up and down without really going anywhere.

The alternative is that the Fed hikes rates in June and sends the market into a USD buying frenzy. That’s also good news. Most of the money that QB Pro made over the past 8 months was driven by USD strength. A rate hike would unleash chaos in emerging markets and equities. That’s the kind of condition to push volatility into our new crosses, creating opportunities for us to trade.

QB プロ 2.0 isn’t happening

I’m extremely disappointed. After several thousand dollars in programming expenses, and not to mention the 100+ hours that I spent coding myself, the QB Pro 2.0 change is a wash.

I had a trusted developer audit my code to make sure I wasn’t doing something stupid like trading on future prices or anything. Neither him nor myself caught anything from December until March.

Towards the end of last month, a single line of code ruined it all. One of my key features was deciding when to bail on trades and go the opposite direction. まあ, it turned out that I accidentally introduced data snooping into the backtesting platform. I pre-calculated when losing trades occurred to calculate probabilities.

In plain English, my goal was to calculate “If today was a big loser, then do the opposite tomorrow.”

What I accidentally coded was “If tomorrow is a big loser, then do the opposite.” If only that were possible!

I don’t want to muddle up the explanation with code examples. Suffice it to say that the idea didn’t work out when I took away the ability to look into the future.

There are some features of the 2.0 system that I wish to analyze in the coming months, but for now it’s going to have to take a back seat.

What’s next?

My plan is to sit tight for a few weeks to ensure that the new pairs are working as intended. Whenever I am personally satisfied with the system behavior, I intend to increase the amount of capital in my account.

Don’t hold my feet to the fire. This part is a subjective process, so I can’t put a precise time frame on it. If and when I am satisfied – and it’s going very well the first few days – then I will make a decision about increasing my capital at risk.

If and when I choose to increase my capital in the account, I will then re-open QB Pro to new traders.

PS: I hope that the drawdowns encourage some of you to withdraw profits the next time the opportunity presents itself. You don’t want to lose more than you are comfortable risking.